NAACL 2025: all accepted papers
- StyleDistance: Stronger Content-Independent Style Embeddings with Synthetic Parallel Examples ↗Ajay Patel, Jiacheng Zhu, Justin Qiu et al. · Long Papers1 citation
- SwissADT: An Audio Description Translation System for Swiss Languages ↗Lukas Fischer, Yingqiang Gao, Alexa Lintner et al. · Industry Track1 citation
- SylloBio-NLI: Evaluating Large Language Models on Biomedical Syllogistic Reasoning ↗Magdalena Wysocka, Danilo Carvalho, Oskar Wysocki et al. · Long Papers1 citation
- SynthDetoxM: Modern LLMs are Few-Shot Parallel Detoxification Data Annotators ↗Daniil Moskovskiy, Nikita Sushko, Sergey Pletenev et al. · Long Papers1 citation
- TRANSIENTTABLES: Evaluating LLMs' Reasoning on Temporally Evolving Semi-structured Tables ↗Abhilash Shankarampeta, Harsh Mahajan, Tushar Kataria et al. · Long Papers1 citation
- TRUSTEVAL: A Dynamic Evaluation Toolkit on Trustworthiness of Generative Foundation Models ↗Yanbo Wang, Jiayi Ye, Siyuan Wu et al. · Human Language Technologies (System Demonstrations1 citation
- Take the essence and discard the dross: A Rethinking on Data Selection for Fine-Tuning Large Language Models ↗Ziche Liu, Rui Ke, Yajiao Liu et al. · Long Papers1 citation
- Teaching Models to Balance Resisting and Accepting Persuasion ↗Elias Stengel-Eskin, Peter Hase, Mohit Bansal · Long Papers1 citation
- Temporal-Aware Soft Prompt Tuning for Automatic Text Dating ↗Hai Wang, Yuzhi Liang, Han Ren · Long Papers1 citation
- Test-Time Code-Switching for Cross-lingual Aspect Sentiment Triplet Extraction ↗Dongming Sheng, Kexin Han, Hao Li et al. · Long Papers1 citation
- The Geometry of Numerical Reasoning: Language Models Compare Numeric Properties in Linear Subspaces ↗Ahmed Oumar El-Shangiti, Tatsuya Hiraoka, Hilal AlQuabeh et al. · Short Papers1 citation
- The Impact of Visual Information in Chinese Characters: Evaluating Large Models' Ability to Recognize and Utilize Radicals ↗Xiaofeng Wu, Karl Stratos, Wei Xu · Long Papers1 citation
- The Plagiarism Singularity Conjecture ↗Sriram Ranga, Rui Mao, Erik Cambria et al. · Long Papers1 citation
- Thesis Proposal: Uncertainty in Knowledge Graph Embeddings ↗Yuqicheng Zhu · Student Research Workshop1 citation
- TinyThinker: Distilling Reasoning through Coarse-to-Fine Knowledge Internalization with Self-Reflection ↗Shengmin Piao, Sanghyun Park · Long Papers1 citation
- Token-Level Density-Based Uncertainty Quantification Methods for Eliciting Truthfulness of Large Language Models ↗Artem Vazhentsev, Lyudmila Rvanova, Ivan Lazichny et al. · Long Papers1 citation
- Token-based Decision Criteria Are Suboptimal in In-context Learning ↗Hakaze Cho, Yoshihiro Sakai, Mariko Kato et al. · Long Papers1 citation
- Towards Inducing Long-Context Abilities in Multilingual Neural Machine Translation Models ↗Varun Gumma, Pranjal A Chitale, Kalika Bali · Long Papers1 citation
- Towards Quantifying Commonsense Reasoning with Mechanistic Insights ↗Abhinav Joshi, Areeb Ahmad, Divyaksh Shukla et al. · Long Papers1 citation
- Towards Reliable and Practical Phishing Detection ↗Hyowon Cho, Minjoon Seo · Industry Track1 citation
- Towards a Perspectivist Turn in Argument Quality Assessment ↗Julia Romberg, Maximilian Maurer, Henning Wachsmuth et al. · Long Papers1 citation
- Transform Retrieval for Textual Entailment in RAG ↗Xin Liang, Quan Guo · Short Papers1 citation
- Tricking Retrievers with Influential Tokens: An Efficient Black-Box Corpus Poisoning Attack ↗Cheng Wang, Yiwei Wang, Yujun Cai et al. · Long Papers1 citation
- Typographic Attacks in a Multi-Image Setting ↗Xiaomeng Wang, Zhengyu Zhao, Martha Larson · Long Papers1 citation
- UOREX: Towards Uncertainty-Aware Open Relation Extraction ↗Rebii Jamal, Mounir Ourekouch, Mohammed Erradi · Long Papers1 citation
- UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers ↗Dehai Min, Zhiyang Xu, Guilin Qi et al. · Long Papers1 citation
- Unlocking Decoding-time Controllability: Gradient-Free Multi-Objective Alignment with Contrastive Prompts ↗Tingchen Fu, Yupeng Hou, Julian McAuley et al. · Long Papers1 citation
- Verify-in-the-Graph: Entity Disambiguation Enhancement for Complex Claim Verification with Interactive Graph Representation ↗Hoang Pham, Thanh-Do Nguyen, Khac-Hoai Nam Bui · Long Papers1 citation
- VisCGEC: Benchmarking the Visual Chinese Grammatical Error Correction ↗Xiaoman Wang, Dan Yuan, Xin Liu et al. · Long Papers1 citation
- Watching the AI Watchdogs: A Fairness and Robustness Analysis of AI Safety Moderation Classifiers ↗Akshit Achara, Anshuman Chhabra · Short Papers1 citation
- WebQuality: A Large-scale Multi-modal Web Page Quality Assessment Dataset with Multiple Scoring Dimensions ↗Tao Zhang, Yige Wang, Hangyu Zhu et al. · Long Papers1 citation
- What Do VLMs NOTICE? A Mechanistic Interpretability Pipeline for Gaussian-Noise-free Text-Image Corruption and Evaluation ↗Michal Golovanevsky, William Rudman, Vedant Palit et al. · Long Papers1 citation
- Where is the answer? An empirical study of positional bias for parametric knowledge extraction in language model ↗Kuniaki Saito, Chen-Yu Lee, Kihyuk Sohn et al. · Long Papers1 citation
- A Cognitive Evaluation Benchmark of Image Reasoning and Description for Large Vision-Language Models ↗Xiujie Song, Mengyue Wu, Kenny Q. Zhu et al. · Long Papers
- A Data-Driven Method for Analyzing and Quantifying Lyrics-Dance Motion Relationships ↗Kento Watanabe, Masataka Goto · Long Papers
- A Distributional Perspective on Word Learning in Neural Language Models ↗Filippo Ficarra, Ryan Cotterell, Alex Warstadt · Long Papers
- A Diverse and Effective Retrieval-Based Debt Collection System with Expert Knowledge ↗Jiaming Luo, Weiyi Luo, Guoqing Sun et al. · Industry Track
- A Grounded Typology of Word Classes ↗Coleman Haley, Sharon Goldwater, Edoardo Ponti · Long Papers
- A Novel Computational Modeling Foundation for Automatic Coherence Assessment ↗Aviya Maimon · Long Papers
- A Survey of QUD Models for Discourse ProcessingYingxue Fu · Long Papersour summary
- A Systematic Examination of Preference Learning through the Lens of Instruction-Following ↗Joongwon Kim, Anirudh Goyal, Aston Zhang et al. · Long Papers
- A Top-down Graph-based Tool for Modeling Classical Semantic Maps: A Case Study of Supplementary Adverbs ↗Zhu Liu, Cunliang Kong, Ying Liu et al. · Long Papers
- A Zero-Shot Open-Vocabulary Pipeline for Dialogue Understanding ↗Abdulfattah Safa, Gözde Gül Şahin · Long Papers
- ACCESS : A Benchmark for Abstract Causal Event Discovery and Reasoning ↗Vy Vo, Lizhen Qu, Tao Feng et al. · Long Papers
- ACCORD: Closing the Commonsense Measurability Gap ↗François Roewer-Després, Jinyue Feng, Zining Zhu et al. · Long Papers
- AID: Adaptive Integration of Detectors for Safe AI with Language Models ↗Xinran Wang, Enmao Diao, Qi Le et al. · Long Papers
- ALERT: An LLM-powered Benchmark for Automatic Evaluation of Recommendation Explanations ↗Yichuan Li, Xinyang Zhang, Chenwei Zhang et al. · Long Papers
- ALOHA: Empowering Multilingual Agent for University Orientation with Hierarchical Retrieval ↗Mingxu Tao, Bowen Tang, Mingxuan Ma et al. · Human Language Technologies (System Demonstrations
- ALiiCE: Evaluating Positional Fine-grained Citation Generation ↗Yilong Xu, Jinhua Gao, Xiaoming Yu et al. · Long Papers
- AMPS: ASR with Multimodal Paraphrase Supervision ↗Abhishek Gupta, Amruta Parulekar, Sameep Chattopadhyay et al. · Short Papers
- ATAIGI: An AI-Powered Multimodal Learning App Leveraging Generative Models for Low-Resource Taiwanese Hokkien ↗Yun-Hsin Chu, Shuai Zhu, Shou-Yi Hung et al. · Human Language Technologies (System Demonstrations
- AdTEC: A Unified Benchmark for Evaluating Text Quality in Search Engine Advertising ↗Peinan Zhang, Yusuke Sakai, Masato Mita et al. · Long Papers
- Aggregation Artifacts in Subjective Tasks Collapse Large Language Models' Posteriors ↗Georgios Chochlakis, Alexandros Potamianos, Kristina Lerman et al. · Long Papers
- AlgoPuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Algorithmic Multimodal Puzzles ↗Deepanway Ghosal, Vernon Toh, Yew Ken Chia et al. · Long Papers
- AlignFreeze: Navigating the Impact of Realignment on the Layers of Multilingual Models Across Diverse Languages ↗Steve Bakos, David Guzmán, Riddhi More et al. · Short Papers
- Alligators All Around: Mitigating Lexical Confusion in Low-resource Machine Translation ↗Elizabeth Nielsen, Isaac Rayburn Caswell, Jiaming Luo et al. · Short Papers
- Analyzing (In)Abilities of SAEs via Formal Languages ↗Abhinav Menon, Manish Shrivastava, David Krueger et al. · Long Papers
- Analyzing and Improving Coherence of Large Language Models in Question Answering ↗Ivano Lauriola, Stefano Campese, Alessandro Moschitti · Long Papers
- Are Multimodal LLMs Robust Against Adversarial Perturbations? RoMMath: A Systematic Evaluation on Multimodal Math Reasoning ↗Yilun Zhao, Guo Gan, Chengye Wang et al. · Long Papers
- Assessing the State of the Art in Scene Segmentation ↗Albin Zehe, Elisabeth Fischer, Andreas Hotho · Long Papers
- AutoClean: LLMs Can Prepare Their Training Corpus ↗Xingyu Shen, Shengding Hu, Xinrong Zhang et al. · Human Language Technologies (System Demonstrations
- AutoKB: Automated Creation of Structured Knowledge Bases for Domain-Specific Support ↗Rishav Sahay, Arihant Jain, Purav Aggarwal et al. · Industry Track
- Automatic Input Rewriting Improves Translation with Large Language Models ↗Dayeon Ki, Marine Carpuat · Long Papers
- BEMEAE: Moving Beyond Exact Span Match for Event Argument Extraction ↗Enfa Fane, Md Nayem Uddin, Oghenevovwe Ikumariegbe et al. · Long Papers
- Bayelemabaga: Creating Resources for Bambara NLP ↗Allahsera Auguste Tapo, Kevin Assogba, Christopher M. Homan et al. · Long Papers
- Behavior-SD: Behaviorally Aware Spoken Dialogue Generation with Large Language Models ↗Sehun Lee, Kang-wook Kim, Gunhee Kim · Long Papers
- Benchmarking and Building Zero-Shot Hindi Retrieval Model with Hindi-BEIR and NLLB-E5 ↗Arkadeep Acharya, Rudra Murthy, Vishwajeet Kumar et al. · Long Papers
- Beyond Benchmarks: Building a Richer Cross-Document Event Coreference Dataset with Decontextualization ↗Jin Zhao, Jingxuan Tu, Bingyang Ye et al. · Long Papers
- Bottom-Up Synthesis of Knowledge-Grounded Task-Oriented Dialogues with Iteratively Self-Refined Prompts ↗Kun Qian, Maximillian Chen, Siyan Li et al. · Short Papers
- Breaking Down Power Barriers in On-Device Streaming ASR: Insights and Solutions ↗Yang Li, Yuan Shangguan, Yuhao Wang et al. · Industry Track
- CAMIEval: Enhancing NLG Evaluation through Multidimensional Comparative Instruction-Following Analysis ↗Ziyue Fan, Junliang He, Li Xiaoqing et al. · Long Papers
- CAST: Corpus-Aware Self-similarity Enhanced Topic modelling ↗Yanan Ma, Chenghao Xiao, Chenhan Yuan et al. · Long Papers
- CORD: Balancing COnsistency and Rank Distillation for Robust Retrieval-Augmented Generation ↗Youngwon Lee, Seung-won Hwang, Daniel F Campos et al. · Short Papers
- CORG: Generating Answers from Complex, Interrelated Contexts ↗Hyunji Lee, Franck Dernoncourt, Trung Bui et al. · Long Papers
- CPRM: A LLM-based Continual Pre-training Framework for Relevance Modeling in Commercial Search ↗Kaixin Wu, Yixin Ji, Zeyuan Chen et al. · Industry Track
- CROPE: Evaluating In-Context Adaptation of Vision and Language Models to Culture-Specific Concepts ↗Malvina Nikandrou, Georgios Pantazopoulos, Nikolas Vitsakis et al. · Long Papers
- Can Large Language Models Advance Crosswalks? The Case of Danish Occupation Codes ↗Bolei Ma, Cynthia A. Huang, Anna-Carolina Haensch · Student Research Workshop
- Can Large Language Models Invent Algorithms to Improve Themselves?: Algorithm Discovery for Recursive Self-Improvement through Reinforcement Learning ↗Yoichi Ishibashi, Taro Yano, Masafumi Oyamada · Long Papers
- Can Post-Training Quantization Benefit from an Additional QLoRA Integration? ↗Xiliang Zhu, Elena Khasanova, Cheng Chen · Industry Track
- Capturing Human Cognitive Styles with Language: Towards an Experimental Evaluation Paradigm ↗Vasudha Varadarajan, Syeda Mahwish, Xiaoran Liu et al. · Short Papers
- Characterizing the Effects of Translation on Intertextuality using Multilingual Embedding Spaces ↗Hope McGovern, Hale Sirin, Tom Lippincott · Short Papers
- Characterizing the Role of Similarity in the Property Inferences of Language Models ↗Juan Diego Rodriguez, Aaron Mueller, Kanishka Misra · Long Papers
- CoRAC: Integrating Selective API Document Retrieval with Question Semantic Intent for Code Question Answering ↗YunSeok Choi, CheolWon Na, Jee-Hyong Lee · Long Papers
- CodeSCM: Causal Analysis for Multi-Modal Code Generation ↗Mukur Gupta, Noopur Bhatt, Suman Jana · Long Papers
- Cognitive Kernel: An Open-source Agent System towards Generalist Autopilots ↗Hongming Zhang, Xiaoman Pan, Hongwei Wang et al. · Human Language Technologies (System Demonstrations
- Collaborative Data Exploration through Visualization: A Thesis Proposal Analyzing Impact of Conversational Assistants ↗Abari Bhattacharya, Barbara Di Eugenio · Student Research Workshop
- ComPO: Community Preferences for Language Model Personalization ↗Sachin Kumar, Chan Young Park, Yulia Tsvetkov et al. · Long Papers
- Computational Discovery of Chiasmus in Ancient Religious Text ↗Hope McGovern, Hale Sirin, Tom Lippincott · Short Papers
- ConMeC: A Dataset for Metonymy Resolution with Common Nouns ↗Saptarshi Ghosh, Tianyu Jiang · Long Papers
- Concept-Reversed Winograd Schema Challenge: Evaluating and Improving Robust Reasoning in Large Language Models via Abstraction ↗Kaiqiao Han, Tianqing Fang, Zhaowei Wang et al. · Short Papers
- Constrained Decoding with Speculative Lookaheads ↗Nishanth Sridhar Nakshatri, Shamik Roy, Rajarshi Das et al. · Long Papers
- Constructing Multimodal Datasets from Scratch for Rapid Development of a Japanese Visual Language Model ↗Keito Sasagawa, Koki Maeda, Issa Sugiura et al. · Human Language Technologies (System Demonstrations
- Cross-lingual Transfer of Reward Models in Multilingual Alignment ↗Jiwoo Hong, Noah Lee, Rodrigo Martínez-Castaño et al. · Short Papers
- CultureInstruct: Curating Multi-Cultural Instructions at Scale ↗Viet Thanh Pham, Zhuang Li, Lizhen Qu et al. · Long Papers
- DART: An AIGT Detector using AMR of Rephrased Text ↗Hyeonchu Park, Byungjun Kim, Bugeun Kim · Short Papers
- DAWN-ICL: Strategic Planning of Problem-solving Trajectories for Zero-Shot In-Context Learning ↗Xinyu Tang, Xiaolei Wang, Wayne Xin Zhao et al. · Long Papers
- Dataverse: Open-Source ETL (Extract, Transform, Load) Pipeline for Large Language Models ↗Hyunbyung Park, Sukyung Lee, Gyoungjin Gim et al. · Human Language Technologies (System Demonstrations
- DateLogicQA: Benchmarking Temporal Biases in Large Language Models ↗Gagan Bhatia, MingZe Tang, Cristina Mahanta et al. · Student Research Workshop
- Decomposition Dilemmas: Does Claim Decomposition Boost or Burden Fact-Checking Performance? ↗Qisheng Hu, Quanyu Long, Wenya Wang · Long Papers
- Detect, Disambiguate, and Translate: On-Demand Visual Reasoning for Multimodal Machine Translation with Large Vision-Language Models ↗Danyang Liu, Fanjie Kong, Xiaohang Sun et al. · Long Papers
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